2 papers
cs.SI2026
SP-GCRL: Influence Maximization on Incomplete Social Graphs
Haohua Niu, Yuxuan Yang, Lingfeng Zhang +4
Influence maximization (IM) in real platforms is challenged by incomplete, noisy social graphs and non-stationary diffusion dynamics. We propose SP-GCRL, a social-propagation-aware…
cs.LG2025
IFFair: Influence Function-driven Sample Reweighting for Fair Classification
Jingran Yang, Min Zhang, Lingfeng Zhang +2
Because machine learning has significantly improved efficiency and convenience in the society, it's increasingly used to assist or replace human decision-making. However, the data-…